Description

Gao et al reported a nomogram for predicting 180-day readmission risk for a patient with chronic heart failure. This can help to identify a patient who may benefit from more aggressive management. The authors are from Shantou University and Qingdao Central Hospital in China.


Patient selection: hospitalized patient with chronic heart failure

 

Outcome: 180-day readmission

 

Parameters:

(1) acute heart failure

(2) emergency admission

(3) serum urea in mmol/L

(4) age in years

(5) beta-blocker therapy

 

Parameter

Finding

Points

acute heart failure

yes

0

 

no

100

emergency admission

no

20.7

 

yes

0

serum urea

< 7.1 mmol/L

0

 

7.1 to 8.3 mmol/L

8.9

 

> 8.3 mmol/L

15

age in years

< 60 years

0

 

60 to 70

4.4

 

70.1 to 80

6.3

 

80.1 to 90

8.1

beta blocker therapy

yes

0

 

no

3.7

 

where:

• Age in the nomogram is labeled for < 60 and 60 to 70, with no labels for 3 other marks.

 

total score =

= SUM(points for all of the parameters)

 

Interpretation:

• minimum score: 0

• maximum score: 148.7

• The higher the score the lower the risk of readmission.

 

value of X =

= (-0.000248 * ((score)^2)) - (0.00755 * (score)) + 2.84

 

probability of 180-day readmission =

= 1 / (1 + EXP((-1) * X))

 

Performance:

• The area under the ROC curve is 0.75.


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